Space-filling location selection
Michela Bia
CEPS/INSTEAD
Esch-sur-Alzette, Luxembourg
michela.bia@ceps.lu
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Philippe Van Kerm
CEPS/INSTEAD
Esch-sur-Alzette, Luxembourg
philippe.vankerm@ceps.lu
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Abstract. In this article, we describe an implementation of a space-filling
locationselection algorithm. The objective is to select a subset from a list of
locations so that the spatial coverage of the locations by the selected subset
is optimized according to a geometric criterion. Such an algorithm designed for
geographical site selection is useful for determining a grid of points that
"covers" a data matrix as needed in various nonparametric estimation
procedures.
View all articles by these authors:
Michela Bia, Philippe Van Kerm
View all articles with these keywords:
spacefill, spatial sampling, space-filling design, site selection, nonparametric regression, multivariate knot selection, point swapping
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